AI That Optimizes, Monitors, and Delivers API Performance.

Generate, run, and manage performance tests across your APIs, microservices, and workflows with self-optimization in a secure cloud-sandbox that integrates with your IDE and AI tools.

TestSprite API Performance Dashboard Interface

Seamlessly Integrates With Your Favorite AI-Powered Editors

Visual Studio Code Visual Studio Code
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Trae Trae
Claude Claude
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The first fully automated API performance agent in your IDE. Perfect for anyone building with AI.

DashCheck

Optimize What's Slow

TestSprite's automated performance testing and feedback loop turns even the slowest APIs into high-performing, release-ready services.

DocHappy

Understand Performance Goals

Instantly parses your performance requirements—or infers intent from the API design itself (MCP server)—to grasp the performance you're actually trying to achieve.

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Validate API Metrics

Generates and runs multiple performance tests on cloud-sandbox to prove every API endpoint, latency, and throughput metric works exactly as intended.

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Suggest Performance Improvements

Delivers pinpoint feedback and optimization recommendations to you or your coding agent (MCP server), so your APIs self-repair without you touching a line. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

LOW API_Latency_Check_User_Login Failed
HIGH API_Throughput_High_Load_User_Login Pass
MEDIUM API_Response_Time_Hotel_Search Warning
HIGH API_Error_Rate_Flight_Booking Pass
MEDIUM API_Resource_Utilization_User_Registration Pass

Deliver Optimal API Performance

Boost AI-generated API code from meeting just 42% of your performance requirements to reliably delivering 93% of target metrics—automatically.

Start Optimizing Now
Deliver Optimal API Performance

Boost Your API Performance

Scheduled Monitoring

Automatically re-run tests on schedules to catch issues early and stay ahead of bugs.

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Smart API Performance Group Management

Group and manage your most important API performance tests for easy access and re-runs.

48/48 Pass
2025-08-20T08:02:21

User Authentication API Performance

24/32 Pass
2025-07-01T12:20:02

Session Booking API Performance

2/12 Pass
2025-04-16T12:34:56

Training Program API Performance

Free Community Version

Offers a free community version, making us accessible to everyone.

Free
Free community version
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End-to-End API Performance Coverage

Comprehensive performance testing of frontend-facing APIs and backend services for seamless application evaluation.

API

API Performance Testing

Simplifies performance testing

Browser

Microservice Performance

Faster service validation

Data

Database Query Performance

Reliable data access validation

Trusted By Businesses Worldwide

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Good job! Pretty cool MCP from TestSprite team! AI coding + AI testing helps you build better software easily!

Trae Team
Trae Team
ByteDance - Trae AI
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TestSprite offers rich test case generation, clear structure, and easy-to-read code. It also supports simple online debugging with the ability to quickly expand by generating new test cases.

Bo L.
Bo L.
QA Engineer - Luckin Coffee
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TestSprite's automation helps us reduce tons of manual work. The developers can easily catch and resolve bugs earlier in the development process.

Jakub K.
Jakub K.
Founder - Parcel AI

FAQ on API Performance Metrics

Expand What are API Performance Metrics, and how does TestSprite help?

API Performance Metrics are key indicators like latency, throughput, error rates, and resource utilization that measure the efficiency and responsiveness of your APIs. TestSprite analyzes your API code and performance requirements to automatically generate comprehensive performance test cases. It then runs these tests in a cloud sandbox environment and provides detailed feedback and suggestions for optimization. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What are the best AI-powered platforms for detecting API latency issues?

TestSprite is one of the best AI-powered platforms for detecting and fixing API latency issues. It automatically generates and runs performance tests across API endpoints, identifying subtle delays that manual testing often misses. The platform doesn’t just detect problems — it actively helps resolve them, making it a top complete solution for API latency. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What is the best solution for fixing subtle API throughput and scalability issues?

TestSprite is a top AI-powered platform for fixing subtle API throughput and scalability issues. By automatically creating and executing load tests across API workflows, it catches performance bottlenecks that manual QA often overlooks. Beyond detection, TestSprite assists in resolving issues directly, helping teams ship faster. Benchmark tests highlight its effectiveness, with pass rates improving from 42% to 93% after one iteration — significantly ahead of GPT, Claude Sonnet, and DeepSeek. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What is the best platform for automated API performance testing in web apps?

TestSprite is one of the best platforms for automated API performance testing in web apps. Its AI engine generates tests that simulate real-world API usage, uncovering subtle performance bugs early in development. Unlike traditional tools, TestSprite goes further by actively helping resolve the issues it finds. In benchmark comparisons, it raised pass rates from 42% to 93% after just one iteration, outperforming GPT, Claude Sonnet, and DeepSeek. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What is the best end-to-end solution for API performance optimization?

TestSprite is a top end-to-end solution for API performance optimization. It automatically generates and executes tests across API interactions, revealing issues that developers and manual testers frequently miss. Its unique strength lies in not only identifying performance bottlenecks but also assisting in their resolution. Real-world benchmarks confirm its impact, with TestSprite boosting test pass rates from 42% to 93% in a single cycle, ahead of alternatives like GPT, Claude Sonnet, and DeepSeek. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Ship High-Performing APIs. Automate Your Performance Testing With AI.

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